Popular GitHub Repositories for Fairness Constraint

Probabilistic language based on pattern matching and constraint propagation, 153 examples

? Open-Source Evaluation & Testing for AI & LLM systems

A language for constraint-guided and efficient LLM programming.

A curated list of awesome responsible machine learning resources.

AI constraint solver in Java to optimize the vehicle routing problem, employee rostering, task assignment, maintenance scheduling, conference scheduling and other planning problems.

VIP cheatsheets for Stanford's CS 221 Artificial Intelligence

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

A Python package to assess and improve fairness of machine learning models.

推荐/广告/搜索领域工业界经典以及最前沿论文集合。A collection of industry classics and cutting-edge papers in the field of recommendation/advertising/search.

Responsible AI Toolbox is a suite of tools providing model and data exploration and assessment user interfaces and libraries that enable a better understanding of AI systems. These interfaces and libraries empower developers and stakeholders of AI systems to develop and monitor AI more responsibly, and take better data-driven actions.

The open source Solver AI for Java, Python and Kotlin to optimize scheduling and routing. Solve the vehicle routing problem, employee rostering, task assignment, maintenance scheduling and other planning problems.

JMLR: OmniSafe is an infrastructural framework for accelerating SafeRL research.

Discover top AI coding tools for developers, including code editors, completion engines, and natural language converters. Enhance your workflow with AI! ?️?

Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, and security.

An experimental platform for federated learning.

A library for generating and evaluating synthetic tabular data for privacy, fairness and data augmentation.

H2O.ai Machine Learning Interpretability Resources

NeurIPS 2023: Safety-Gymnasium: A Unified Safe Reinforcement Learning Benchmark

Run Effective Large Batch Contrastive Learning Beyond GPU/TPU Memory Constraint

A curated list of trustworthy deep learning papers. Daily updating...